Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "17"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 17 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 120 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 118 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 17, Node N01:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459937 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.674065 1.784553 0.244069 0.136637 0.611676 0.529136 0.627513 0.754655 0.6685 0.6840 0.3758 nan nan
2459936 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.916436 1.789812 0.512372 0.131427 2.243586 4.575501 0.642228 1.750651 0.7825 0.7800 0.2130 nan nan
2459935 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.496647 1.823165 -0.140782 0.058611 0.131173 0.593196 0.432062 0.951550 0.6607 0.6712 0.4008 nan nan
2459934 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.966409 2.506356 -0.230996 -0.135924 0.637911 0.936278 8.014737 3.292187 0.6694 0.6823 0.4042 nan nan
2459933 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.743322 1.901801 -0.132328 -0.133548 0.450625 0.396039 4.178680 1.396560 0.6707 0.6863 0.4068 nan nan
2459932 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.789828 2.165670 -0.277712 -0.034126 -0.424131 0.357241 0.842259 0.789488 0.5972 0.6196 0.3594 nan nan
2459931 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.707358 2.077024 -0.055765 -0.103457 0.908150 0.509744 3.052959 1.753561 0.6791 0.6904 0.3943 nan nan
2459930 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.647581 1.875964 -0.096854 0.140983 0.164294 0.498792 3.878243 2.036434 0.6772 0.6866 0.3989 nan nan
2459929 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.331754 0.633206 0.329157 0.296598 0.382144 0.267872 0.503036 0.279301 0.7795 0.7723 0.2095 nan nan
2459928 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.466549 1.785512 0.126254 -0.018711 0.230907 0.926797 1.471612 1.127546 0.6435 0.6556 0.4036 nan nan
2459927 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.639145 1.777214 -0.014078 -0.002032 0.001297 0.522600 0.391288 0.071465 0.5856 0.6045 0.3531 nan nan
2459926 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.054658 1.309104 0.320575 0.109544 0.091355 0.265126 0.400567 0.340661 0.7739 0.7890 0.2236 nan nan
2459925 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.320252 0.543922 0.152801 0.080212 -0.513083 -0.244206 -0.015865 -0.384390 0.7632 0.7611 0.2349 nan nan
2459924 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.837459 0.342177 0.163047 -0.081439 0.138205 0.115553 6.702864 1.483176 0.6731 0.6851 0.3885 nan nan
2459923 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.491203 0.661222 0.175848 0.221226 0.046380 0.180426 0.366145 0.288392 0.7108 0.7228 0.3543 nan nan
2459922 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.347645 0.711021 -0.154095 -0.062072 1.805969 0.860104 5.858706 3.109329 0.6613 0.6769 0.4054 nan nan
2459921 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.559254 0.950190 -0.320812 0.166131 0.751526 1.274897 7.857045 5.958485 0.6637 0.6779 0.4091 nan nan
2459920 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.650944 0.679761 -0.136342 0.095255 0.648411 0.786467 0.532081 0.877784 0.6577 0.6768 0.4221 nan nan
2459919 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.282809 1.038308 0.045844 0.106959 0.627408 1.576022 6.732804 2.857698 0.6499 0.6684 0.4018 nan nan
2459918 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.252631 1.091582 -0.110111 -0.086896 0.927553 0.720187 7.899109 2.801732 0.6762 0.6867 0.4032 nan nan
2459917 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.038670 0.666468 0.200663 0.133270 -0.114837 0.408070 14.104970 7.800489 0.7102 0.7162 0.4634 nan nan
2459916 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.057498 1.101438 -0.054088 -0.100442 1.452940 1.488903 5.915013 2.103641 0.6722 0.6858 0.4102 nan nan
2459915 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.238788 0.932961 0.146301 -0.111900 0.640145 1.130990 6.259569 3.337540 0.7117 0.7176 0.3728 nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.647908 0.630907 0.054324 -0.207564 0.382540 0.799218 -0.010464 -0.090516 0.7300 0.7390 0.3209 nan nan
2459913 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.318682 1.138333 -0.070778 -0.085928 1.148648 0.670061 0.145421 1.478377 0.6950 0.6871 0.4129 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.713482 0.734395 -0.135639 0.053161 0.551390 0.672909 0.644171 1.048084 0.6673 0.6806 0.4104 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.629523 0.737333 -0.191260 -0.062074 0.339609 0.396378 2.977337 0.746900 0.6659 0.6789 0.4154 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.576093 0.756303 -0.223123 -0.109223 0.818387 0.733116 3.573441 0.922950 0.6693 0.6806 0.4133 nan nan
2459909 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.307136 1.149228 -0.185010 -0.068441 1.295404 0.844584 5.766148 4.644097 0.6664 0.6784 0.4128 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.514452 0.987910 -0.231515 -0.001140 0.430367 0.697341 0.826314 0.963480 0.6742 0.6885 0.4099 nan nan
2459907 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.569044 0.898246 -0.284217 -0.051330 0.608493 1.125277 2.900310 1.814492 0.6716 0.6830 0.4075 nan nan
2459906 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.604430 0.712272 -0.259135 -0.162081 1.213134 0.860160 0.498285 0.408912 0.6597 0.6747 0.4088 nan nan
2459905 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.614111 0.663160 -0.128889 -0.148598 0.589893 0.013038 6.542585 3.358945 0.6504 0.6704 0.4148 nan nan
2459904 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.537781 0.815205 -0.151453 -0.128097 0.971659 0.437743 1.165761 0.976807 0.6545 0.6695 0.4067 nan nan
2459903 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.418930 0.783842 -0.184251 -0.186239 0.655771 0.819573 2.581587 1.392033 0.6636 0.6759 0.4084 nan nan
2459902 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.363614 1.086940 -0.193069 -0.376180 0.736226 0.679870 3.341847 2.170862 0.6704 0.6769 0.3997 nan nan
2459901 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.294964 1.073378 -0.182828 -0.141483 0.678804 1.149501 2.735587 1.478633 0.6624 0.6706 0.4104 nan nan
2459900 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.584100 0.892079 -0.147001 -0.135979 1.257987 0.669535 2.649459 1.595630 0.6209 0.6303 0.3490 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.378166 0.777083 -0.286237 -0.183786 1.600192 0.920140 0.542094 1.429258 0.6719 0.6779 0.4020 nan nan
2459897 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.269795 0.759274 -0.379385 -0.046130 0.133348 0.649761 3.827123 3.014559 0.6737 0.6797 0.3989 nan nan
2459896 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.348414 0.604416 -0.256482 -0.208270 0.830862 0.037621 3.354243 1.651088 0.6742 0.6835 0.3984 nan nan
2459895 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.271044 0.685395 0.007175 -0.354102 2.022874 -0.112789 0.158437 -0.749806 0.7773 0.7667 0.2608 nan nan
2459894 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.411716 0.855408 -0.295945 -0.067721 1.074584 0.209290 4.443910 4.196274 0.6893 0.6873 0.3815 nan nan
2459893 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.357131 0.667322 -0.326997 -0.074501 0.284304 0.828774 6.012684 3.559478 0.6880 0.6872 0.3860 nan nan
2459892 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.472804 0.858328 -0.329495 -0.229258 0.634008 1.149808 6.630509 3.250586 0.6830 0.6893 0.3868 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.229578 0.714435 -0.394252 -0.124439 -0.799416 0.162248 0.352988 0.427949 0.6774 0.6819 0.3939 nan nan
2459890 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.488514 0.598571 -0.057744 -0.311397 -0.611815 0.610243 9.188361 4.378894 0.6790 0.6784 0.3921 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.538609 0.908237 -0.427136 -0.216294 0.348540 0.319405 0.848944 0.342675 0.6875 0.6826 0.3870 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.487101 0.536314 -0.095135 -0.252040 0.307732 1.216698 2.680485 1.616004 0.7011 0.6993 0.3845 nan nan
2459887 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.432373 0.666426 -0.055820 -0.353578 1.109593 0.478220 8.523576 5.159808 0.6875 0.6833 0.3932 nan nan
2459886 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.565988 -0.065650 -0.201049 -0.191012 -0.158238 0.192766 0.205258 -0.242523 0.7664 0.7517 0.3339 nan nan
2459885 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.104880 1.433266 -0.499461 0.623750 0.988581 0.667020 7.737781 2.805371 0.7342 0.7232 0.3528 nan nan
2459884 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.703057 0.135895 -0.181136 -0.381231 1.881013 0.743999 14.157446 4.237726 0.6872 0.6821 0.3912 nan nan
2459883 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.197431 1.542525 -0.374789 0.806047 -0.141084 -0.084886 17.289607 9.104354 0.6886 0.6893 0.3808 nan nan
2459882 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.610360 1.370829 -0.221884 -0.001831 0.829416 -0.053554 17.140504 5.236426 0.6918 0.6894 0.3764 nan nan
2459881 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.218531 1.337899 0.086089 0.461138 0.922431 0.093256 12.327205 4.558358 0.6836 0.6857 0.3917 nan nan
2459879 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.438179 0.468265 0.055509 -0.054962 0.524979 0.220450 0.602973 0.889577 0.6721 0.6838 0.4001 nan nan
2459878 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.184319 1.246340 0.330297 0.903039 -0.221218 0.419203 11.590472 5.684314 0.6757 0.6899 0.3941 nan nan
2459876 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.135188 0.821135 -0.272308 -0.284609 0.146070 -0.061907 3.319382 -0.039546 0.6994 0.6883 0.3847 nan nan
2459875 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.629232 0.881438 -0.216580 0.605008 -0.168223 -0.342124 7.665173 3.628498 0.7063 0.7061 0.3873 nan nan
2459874 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.489379 1.615547 -0.867592 -0.337352 0.321943 -0.386159 0.899923 0.861766 0.6958 0.6839 0.3769 nan nan
2459873 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.764335 0.956364 -0.064955 -0.267632 -0.065609 -0.114452 5.329539 3.394954 0.7029 0.6820 0.3746 nan nan
2459872 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.740949 0.475939 -0.610234 0.437047 0.077817 -0.064647 0.428657 0.640450 0.6973 0.6877 0.3834 nan nan
2459871 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.408234 0.657188 -0.723598 0.866283 0.680185 0.372472 5.600416 2.014888 0.7042 0.6863 0.3783 nan nan
2459870 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.428335 1.201805 -0.681921 0.446011 -0.535365 -0.188147 0.709732 0.382378 0.7059 0.6873 0.3864 nan nan
2459869 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.022952 0.634813 -0.685707 0.588077 -0.452469 -0.077815 0.271806 -0.860089 0.7158 0.7065 0.3729 nan nan
2459868 digital_ok 100.00% 0.00% 0.00% 0.00% - - -0.334175 1.271760 -0.239639 0.525727 0.954738 -0.288303 6.589433 3.615738 0.6975 0.6844 0.3918 nan nan
2459867 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.633993 0.703548 -0.994989 0.144176 -0.181496 -0.170418 0.422223 0.817271 0.7084 0.6869 0.3904 nan nan
2459866 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.679787 0.779072 -0.323442 0.001921 -0.354659 -0.804859 3.173801 -0.075980 0.7086 0.6905 0.3847 nan nan
2459865 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.040147 1.501720 10.589864 7.700370 0.666343 -0.124387 2.926420 1.623311 0.7256 0.7100 0.3508 nan nan
2459864 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.418574 1.490344 0.567956 -0.095718 0.326839 -0.212585 5.889705 4.068128 0.7006 0.6791 0.4027 nan nan
2459863 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.676200 0.356467 0.430655 0.418725 -0.364518 -0.244249 3.829985 1.666465 0.6942 0.6695 0.3945 nan nan
2459862 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.045976 0.683145 -0.112474 -0.363387 -0.715503 0.216548 0.973063 0.369737 0.6805 0.6975 0.4070 nan nan
2459861 digital_ok 0.00% 0.00% 0.00% 0.00% - - -1.110560 0.286580 0.374523 0.548162 -0.475354 0.329528 2.416644 1.479502 0.7081 0.6852 0.4012 nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.746472 0.334207 -0.000916 -0.563109 0.564716 -0.409070 1.877137 0.435012 0.7134 0.6803 0.4001 nan nan
2459859 digital_ok 100.00% 0.00% 0.00% 0.00% - - -1.006551 0.506792 0.421208 0.527553 -0.145324 0.146004 7.607745 3.305085 0.7183 0.6848 0.4017 nan nan
2459858 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -1.358319 0.241680 0.460526 0.453281 -0.251162 0.687141 2.789780 0.862824 0.7288 0.6921 0.4121 1.784031 1.551025
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.839075 -0.186801 0.269107 0.193623 -0.922877 -0.573796 0.003038 0.316807 0.0251 0.0248 0.0005 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 0.57% -0.659663 0.922317 -0.021580 -0.671678 -0.646943 -0.633759 0.843325 -0.037463 0.7211 0.7039 0.3997 1.842938 1.567939
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% -0.632494 1.189841 0.019470 -0.789877 -0.585809 0.001354 1.671127 0.262751 0.7013 0.7129 0.4345 1.554549 1.403151
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% -0.876015 0.951690 -0.780012 -0.789975 -0.630969 -0.062532 1.635849 0.521182 0.7220 0.7459 0.4358 1.585966 1.420802
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 1.12% -0.580652 0.670969 -0.762691 -0.821184 -0.713856 -0.305946 2.754773 0.613249 0.7450 0.6973 0.4196 1.807295 1.627422
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 2.16% 0.311579 1.281594 -0.860362 -0.832669 -0.278660 -0.644004 -0.095928 -0.182103 0.8338 0.8354 0.2415 3.030111 2.926381
2459851 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.048527 0.383871 -0.804568 -0.795069 0.207243 -0.125911 4.189108 2.229331 0.7666 0.7487 0.3296 3.740882 3.222793
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 0.00% -0.801503 0.565983 -0.686831 -0.798383 -0.605295 -0.446962 2.136847 0.740784 0.7478 0.7551 0.3510 1.668997 1.530926
2459849 digital_ok 0.00% 0.00% 0.00% 0.00% 16.67% 0.00% -0.306393 0.561964 -0.841239 -0.017404 -0.894470 -0.949266 1.669089 -0.231007 0.7471 0.7488 0.3580 1.621482 1.464488
2459848 digital_ok 0.00% 0.00% 0.00% 0.00% 30.15% 0.00% -0.350849 0.557700 0.477883 0.322547 -0.282686 -0.343938 2.060111 0.645556 0.7242 0.7484 0.3741 1.623968 1.494649
2459847 digital_ok 0.00% 0.00% 0.00% 0.00% 3.21% 0.00% -0.545680 0.353440 0.799748 0.674786 -0.179104 -0.366703 1.967297 0.669361 0.7246 0.6858 0.4272 1.749007 1.583311
2459846 digital_ok 0.00% 0.00% 0.00% 0.00% 33.33% 0.00% -0.655302 0.237931 1.327208 0.442799 -0.539828 -0.220644 1.162481 0.464404 0.8430 0.6878 0.4859 1.768852 1.559601
2459845 digital_ok 0.00% 0.00% 0.00% 0.00% 16.02% 0.00% -0.077198 0.521443 1.474072 0.160144 -0.228102 -0.755577 2.982156 -0.438618 0.7451 0.7596 0.3621 1.246703 1.185312
2459844 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.185405 -0.439996 -0.089542 1.279923 1.661586 -0.015244 -0.552838 0.000174 0.0245 0.0242 0.0003 nan nan
2459843 digital_ok 0.00% 0.66% 0.66% 0.00% 15.22% 1.63% -0.397063 0.971484 -0.045846 -0.127249 0.352633 -0.466855 0.415639 -0.556164 0.7504 0.7524 0.3739 1.961045 1.681482
2459842 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.865261 0.064032 0.664469 0.969132 0.407867 0.998435 0.582296 0.025668 0.7463 0.6510 0.2738 2.089690 2.012868
2459841 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.641643 -0.838601 0.122763 0.910825 -0.007276 -1.793609 -0.308452 0.032812 0.0248 0.0242 0.0006 nan nan
2459840 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.546091 -1.365760 -0.265439 0.221547 -0.725246 0.061279 -0.375797 0.328969 0.0234 0.0231 0.0007 nan nan
2459839 digital_ok 0.00% - - - - - 1.391613 1.557811 -0.630301 0.412386 -0.592157 -1.091882 -0.659792 -0.201410 nan nan nan nan nan
2459838 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.569858 0.389472 0.467461 0.515719 -0.055815 -0.705621 2.464775 0.093470 0.7291 0.6749 0.4224 2.239830 1.979207
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0340 0.0333 0.0004 nan nan
2459835 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459833 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.180924 -0.244418 0.542621 0.730811 -0.779625 -0.306425 -0.156372 0.261698 0.0297 0.0295 0.0006 nan nan
2459832 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.179704 0.351964 0.240859 0.204972 -0.384923 -0.807943 3.347086 0.640909 0.8095 0.5182 0.6085 1.719183 1.667235
2459831 digital_ok 0.00% 100.00% 100.00% 0.00% - - 1.307372 1.631253 -0.677659 0.624245 -0.142507 -0.683746 -0.340084 0.089036 0.0313 0.0333 0.0015 nan nan
2459830 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.769928 -0.106164 0.302571 0.516430 0.320029 -0.342086 3.188211 0.189408 0.8044 0.5004 0.6065 1.634961 1.369351
2459829 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.043539 2.028695 0.713378 0.528685 -0.097261 -0.346147 6.416193 4.594362 0.7378 0.6320 0.4388 26.461982 18.745434
2459828 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.270494 0.723198 0.534845 0.741403 0.585891 0.522696 6.120552 6.902170 0.8036 0.5227 0.5759 4.978292 5.051602
2459827 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.484856 0.800123 0.806562 0.702544 0.816874 -0.394358 11.619983 7.250409 0.7480 0.6408 0.4420 11.289432 11.231505
2459826 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.099342 0.332493 0.736541 0.676141 0.825354 0.465386 3.481399 0.991428 0.7978 0.5408 0.5487 1.678971 1.309775
2459825 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.537142 0.097516 0.897305 0.909969 8.858249 8.995574 3.435765 3.137630 0.7988 0.5450 0.5551 3.168830 2.232962
2459824 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.496070 0.695578 0.451616 0.609063 6.699531 7.588786 13.178538 17.476809 0.6862 0.6673 0.4163 5.722717 6.524751
2459823 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.011050 1.011335 0.837314 0.995851 1.000728 2.908148 3.466225 2.833596 0.7515 0.5988 0.5033 2.434786 3.312349
2459822 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.083759 0.552005 0.730915 0.789203 0.325951 0.023437 2.990175 2.551375 0.8009 0.5763 0.5465 1.958907 1.552764
2459821 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.152769 1.040737 0.902073 0.651829 1.559360 1.663572 0.598644 0.760157 0.7937 0.5946 0.5367 2.252178 1.950814
2459820 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 2.67% 0.137868 1.206392 0.678740 0.782290 1.620450 -0.095653 0.915129 0.773846 0.7649 0.6671 0.4293 2.218831 1.991772
2459817 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.494699 1.720157 0.722515 0.565219 0.754031 0.709956 4.187629 3.274000 0.8136 0.6616 0.5167 4.155277 4.268834
2459816 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.408655 0.377059 0.698874 0.984189 2.187376 2.427293 0.629549 0.273959 0.8487 0.5968 0.5966 1.851956 1.587777
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 7.89% 0.098425 1.149227 0.563917 0.680574 0.935486 0.749757 2.463632 1.871267 0.8013 0.6628 0.5200 2.400132 2.296515
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 17: 2459937

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 1.784553 0.674065 1.784553 0.244069 0.136637 0.611676 0.529136 0.627513 0.754655

Antenna 17: 2459936

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Variability 4.575501 0.916436 1.789812 0.512372 0.131427 2.243586 4.575501 0.642228 1.750651

Antenna 17: 2459935

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 1.823165 1.823165 0.496647 0.058611 -0.140782 0.593196 0.131173 0.951550 0.432062

Antenna 17: 2459934

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 8.014737 0.966409 2.506356 -0.230996 -0.135924 0.637911 0.936278 8.014737 3.292187

Antenna 17: 2459933

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 4.178680 1.901801 0.743322 -0.133548 -0.132328 0.396039 0.450625 1.396560 4.178680

Antenna 17: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 2.165670 2.165670 0.789828 -0.034126 -0.277712 0.357241 -0.424131 0.789488 0.842259

Antenna 17: 2459931

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 3.052959 0.707358 2.077024 -0.055765 -0.103457 0.908150 0.509744 3.052959 1.753561

Antenna 17: 2459930

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 3.878243 0.647581 1.875964 -0.096854 0.140983 0.164294 0.498792 3.878243 2.036434

Antenna 17: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Shape 1.331754 0.633206 1.331754 0.296598 0.329157 0.267872 0.382144 0.279301 0.503036

Antenna 17: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 1.785512 1.785512 0.466549 -0.018711 0.126254 0.926797 0.230907 1.127546 1.471612

Antenna 17: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 1.777214 1.777214 0.639145 -0.002032 -0.014078 0.522600 0.001297 0.071465 0.391288

Antenna 17: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 1.309104 1.309104 -0.054658 0.109544 0.320575 0.265126 0.091355 0.340661 0.400567

Antenna 17: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 0.543922 -0.320252 0.543922 0.152801 0.080212 -0.513083 -0.244206 -0.015865 -0.384390

Antenna 17: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 6.702864 -0.837459 0.342177 0.163047 -0.081439 0.138205 0.115553 6.702864 1.483176

Antenna 17: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 0.661222 0.661222 -0.491203 0.221226 0.175848 0.180426 0.046380 0.288392 0.366145

Antenna 17: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 5.858706 0.711021 -0.347645 -0.062072 -0.154095 0.860104 1.805969 3.109329 5.858706

Antenna 17: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 7.857045 -0.559254 0.950190 -0.320812 0.166131 0.751526 1.274897 7.857045 5.958485

Antenna 17: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 0.877784 0.679761 -0.650944 0.095255 -0.136342 0.786467 0.648411 0.877784 0.532081

Antenna 17: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 6.732804 -0.282809 1.038308 0.045844 0.106959 0.627408 1.576022 6.732804 2.857698

Antenna 17: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 7.899109 1.091582 -0.252631 -0.086896 -0.110111 0.720187 0.927553 2.801732 7.899109

Antenna 17: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 14.104970 0.666468 -0.038670 0.133270 0.200663 0.408070 -0.114837 7.800489 14.104970

Antenna 17: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 5.915013 -0.057498 1.101438 -0.054088 -0.100442 1.452940 1.488903 5.915013 2.103641

Antenna 17: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 6.259569 -0.238788 0.932961 0.146301 -0.111900 0.640145 1.130990 6.259569 3.337540

Antenna 17: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Variability 0.799218 -0.647908 0.630907 0.054324 -0.207564 0.382540 0.799218 -0.010464 -0.090516

Antenna 17: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 1.478377 1.138333 -0.318682 -0.085928 -0.070778 0.670061 1.148648 1.478377 0.145421

Antenna 17: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 1.048084 0.734395 -0.713482 0.053161 -0.135639 0.672909 0.551390 1.048084 0.644171

Antenna 17: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 2.977337 0.737333 -0.629523 -0.062074 -0.191260 0.396378 0.339609 0.746900 2.977337

Antenna 17: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 3.573441 0.756303 -0.576093 -0.109223 -0.223123 0.733116 0.818387 0.922950 3.573441

Antenna 17: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 5.766148 1.149228 -0.307136 -0.068441 -0.185010 0.844584 1.295404 4.644097 5.766148

Antenna 17: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 0.987910 -0.514452 0.987910 -0.231515 -0.001140 0.430367 0.697341 0.826314 0.963480

Antenna 17: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 2.900310 0.898246 -0.569044 -0.051330 -0.284217 1.125277 0.608493 1.814492 2.900310

Antenna 17: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 1.213134 0.712272 -0.604430 -0.162081 -0.259135 0.860160 1.213134 0.408912 0.498285

Antenna 17: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 6.542585 0.663160 -0.614111 -0.148598 -0.128889 0.013038 0.589893 3.358945 6.542585

Antenna 17: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 1.165761 0.815205 -0.537781 -0.128097 -0.151453 0.437743 0.971659 0.976807 1.165761

Antenna 17: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 2.581587 0.783842 -0.418930 -0.186239 -0.184251 0.819573 0.655771 1.392033 2.581587

Antenna 17: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 3.341847 -0.363614 1.086940 -0.193069 -0.376180 0.736226 0.679870 3.341847 2.170862

Antenna 17: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 2.735587 -0.294964 1.073378 -0.182828 -0.141483 0.678804 1.149501 2.735587 1.478633

Antenna 17: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 2.649459 -0.584100 0.892079 -0.147001 -0.135979 1.257987 0.669535 2.649459 1.595630

Antenna 17: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 1.600192 0.777083 -0.378166 -0.183786 -0.286237 0.920140 1.600192 1.429258 0.542094

Antenna 17: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 3.827123 0.759274 -0.269795 -0.046130 -0.379385 0.649761 0.133348 3.014559 3.827123

Antenna 17: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 3.354243 0.604416 -0.348414 -0.208270 -0.256482 0.037621 0.830862 1.651088 3.354243

Antenna 17: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 2.022874 -0.271044 0.685395 0.007175 -0.354102 2.022874 -0.112789 0.158437 -0.749806

Antenna 17: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 4.443910 0.855408 -0.411716 -0.067721 -0.295945 0.209290 1.074584 4.196274 4.443910

Antenna 17: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 6.012684 -0.357131 0.667322 -0.326997 -0.074501 0.284304 0.828774 6.012684 3.559478

Antenna 17: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 6.630509 0.858328 -0.472804 -0.229258 -0.329495 1.149808 0.634008 3.250586 6.630509

Antenna 17: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 0.714435 -0.229578 0.714435 -0.394252 -0.124439 -0.799416 0.162248 0.352988 0.427949

Antenna 17: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 9.188361 0.598571 -0.488514 -0.311397 -0.057744 0.610243 -0.611815 4.378894 9.188361

Antenna 17: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 0.908237 -0.538609 0.908237 -0.427136 -0.216294 0.348540 0.319405 0.848944 0.342675

Antenna 17: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 2.680485 0.536314 -0.487101 -0.252040 -0.095135 1.216698 0.307732 1.616004 2.680485

Antenna 17: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 8.523576 0.666426 -0.432373 -0.353578 -0.055820 0.478220 1.109593 5.159808 8.523576

Antenna 17: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 0.205258 -0.565988 -0.065650 -0.201049 -0.191012 -0.158238 0.192766 0.205258 -0.242523

Antenna 17: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 7.737781 1.433266 -0.104880 0.623750 -0.499461 0.667020 0.988581 2.805371 7.737781

Antenna 17: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 14.157446 0.135895 -0.703057 -0.381231 -0.181136 0.743999 1.881013 4.237726 14.157446

Antenna 17: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 17.289607 1.542525 -0.197431 0.806047 -0.374789 -0.084886 -0.141084 9.104354 17.289607

Antenna 17: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 17.140504 1.370829 -0.610360 -0.001831 -0.221884 -0.053554 0.829416 5.236426 17.140504

Antenna 17: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 17: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 12.327205 1.337899 -0.218531 0.461138 0.086089 0.093256 0.922431 4.558358 12.327205

Antenna 17: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 0.889577 0.468265 -0.438179 -0.054962 0.055509 0.220450 0.524979 0.889577 0.602973

Antenna 17: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 11.590472 1.246340 0.184319 0.903039 0.330297 0.419203 -0.221218 5.684314 11.590472

Antenna 17: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 3.319382 0.135188 0.821135 -0.272308 -0.284609 0.146070 -0.061907 3.319382 -0.039546

Antenna 17: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 7.665173 -0.629232 0.881438 -0.216580 0.605008 -0.168223 -0.342124 7.665173 3.628498

Antenna 17: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 1.615547 -0.489379 1.615547 -0.867592 -0.337352 0.321943 -0.386159 0.899923 0.861766

Antenna 17: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 5.329539 -0.764335 0.956364 -0.064955 -0.267632 -0.065609 -0.114452 5.329539 3.394954

Antenna 17: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 0.640450 0.475939 -0.740949 0.437047 -0.610234 -0.064647 0.077817 0.640450 0.428657

Antenna 17: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 5.600416 0.657188 -0.408234 0.866283 -0.723598 0.372472 0.680185 2.014888 5.600416

Antenna 17: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 1.201805 -0.428335 1.201805 -0.681921 0.446011 -0.535365 -0.188147 0.709732 0.382378

Antenna 17: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 0.634813 0.022952 0.634813 -0.685707 0.588077 -0.452469 -0.077815 0.271806 -0.860089

Antenna 17: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 6.589433 -0.334175 1.271760 -0.239639 0.525727 0.954738 -0.288303 6.589433 3.615738

Antenna 17: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 0.817271 -0.633993 0.703548 -0.994989 0.144176 -0.181496 -0.170418 0.422223 0.817271

Antenna 17: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 3.173801 0.779072 -0.679787 0.001921 -0.323442 -0.804859 -0.354659 -0.075980 3.173801

Antenna 17: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Power 10.589864 0.040147 1.501720 10.589864 7.700370 0.666343 -0.124387 2.926420 1.623311

Antenna 17: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 5.889705 1.490344 -1.418574 -0.095718 0.567956 -0.212585 0.326839 4.068128 5.889705

Antenna 17: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 3.829985 -1.676200 0.356467 0.430655 0.418725 -0.364518 -0.244249 3.829985 1.666465

Antenna 17: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 0.973063 -1.045976 0.683145 -0.112474 -0.363387 -0.715503 0.216548 0.973063 0.369737

Antenna 17: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 2.416644 0.286580 -1.110560 0.548162 0.374523 0.329528 -0.475354 1.479502 2.416644

Antenna 17: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 1.877137 -0.746472 0.334207 -0.000916 -0.563109 0.564716 -0.409070 1.877137 0.435012

Antenna 17: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 7.607745 -1.006551 0.506792 0.421208 0.527553 -0.145324 0.146004 7.607745 3.305085

Antenna 17: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 2.789780 0.241680 -1.358319 0.453281 0.460526 0.687141 -0.251162 0.862824 2.789780

Antenna 17: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 0.316807 -0.186801 -0.839075 0.193623 0.269107 -0.573796 -0.922877 0.316807 0.003038

Antenna 17: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 0.922317 -0.659663 0.922317 -0.021580 -0.671678 -0.646943 -0.633759 0.843325 -0.037463

Antenna 17: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 1.671127 1.189841 -0.632494 -0.789877 0.019470 0.001354 -0.585809 0.262751 1.671127

Antenna 17: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 1.635849 0.951690 -0.876015 -0.789975 -0.780012 -0.062532 -0.630969 0.521182 1.635849

Antenna 17: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 2.754773 0.670969 -0.580652 -0.821184 -0.762691 -0.305946 -0.713856 0.613249 2.754773

Antenna 17: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 1.281594 0.311579 1.281594 -0.860362 -0.832669 -0.278660 -0.644004 -0.095928 -0.182103

Antenna 17: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 4.189108 0.048527 0.383871 -0.804568 -0.795069 0.207243 -0.125911 4.189108 2.229331

Antenna 17: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 2.136847 -0.801503 0.565983 -0.686831 -0.798383 -0.605295 -0.446962 2.136847 0.740784

Antenna 17: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 1.669089 -0.306393 0.561964 -0.841239 -0.017404 -0.894470 -0.949266 1.669089 -0.231007

Antenna 17: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 2.060111 0.557700 -0.350849 0.322547 0.477883 -0.343938 -0.282686 0.645556 2.060111

Antenna 17: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 1.967297 0.353440 -0.545680 0.674786 0.799748 -0.366703 -0.179104 0.669361 1.967297

Antenna 17: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Power 1.327208 -0.655302 0.237931 1.327208 0.442799 -0.539828 -0.220644 1.162481 0.464404

Antenna 17: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 2.982156 0.521443 -0.077198 0.160144 1.474072 -0.755577 -0.228102 -0.438618 2.982156

Antenna 17: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Variability 1.661586 0.185405 -0.439996 -0.089542 1.279923 1.661586 -0.015244 -0.552838 0.000174

Antenna 17: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 0.971484 0.971484 -0.397063 -0.127249 -0.045846 -0.466855 0.352633 -0.556164 0.415639

Antenna 17: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Variability 0.998435 -0.865261 0.064032 0.664469 0.969132 0.407867 0.998435 0.582296 0.025668

Antenna 17: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Power 0.910825 -0.641643 -0.838601 0.122763 0.910825 -0.007276 -1.793609 -0.308452 0.032812

Antenna 17: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Temporal Discontinuties 0.328969 -1.546091 -1.365760 -0.265439 0.221547 -0.725246 0.061279 -0.375797 0.328969

Antenna 17: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape 1.557811 1.557811 1.391613 0.412386 -0.630301 -1.091882 -0.592157 -0.201410 -0.659792

Antenna 17: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok ee Temporal Discontinuties 2.464775 0.389472 -0.569858 0.515719 0.467461 -0.705621 -0.055815 0.093470 2.464775

Antenna 17: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 17: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
17 N01 digital_ok nn Power 0.730811 -0.244418 -0.180924 0.730811 0.542621 -0.306425 -0.779625 0.261698 -0.156372
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